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Bilinear Regression Analysis

An Introduction
BuchKartoniert, Paperback
468 Seiten
Englisch
Springererschienen am03.08.20181st ed. 2018
This book expands on the classical statistical multivariate analysis theory by focusing on bilinear regression models, a class of models comprising the classical growth curve model and its extensions.mehr
Verfügbare Formate
BuchKartoniert, Paperback
EUR80,24
E-BookPDF1 - PDF WatermarkE-Book
EUR80,24

Produkt

KlappentextThis book expands on the classical statistical multivariate analysis theory by focusing on bilinear regression models, a class of models comprising the classical growth curve model and its extensions.
Details
ISBN/GTIN978-3-319-78782-4
ProduktartBuch
EinbandartKartoniert, Paperback
Verlag
Erscheinungsjahr2018
Erscheinungsdatum03.08.2018
Auflage1st ed. 2018
ReiheLecture Notes in Statistics
Seiten468 Seiten
SpracheEnglisch
Gewicht727 g
IllustrationenXIII, 468 p. 42 illus.
Artikel-Nr.44488022

Inhalt/Kritik

Inhaltsverzeichnis
Preface.- Introduction.- The Basic Ideas of Obtaining MLEs: A Known Dispersion.- The Basic Ideas of Obtaining MLEs: Unknown Dispersion.- Basic Properties of Estimators.- Density Approximations.- Residuals.- Testing Hypotheses.- Influential Observations.- Appendices.- Indices.mehr
Kritik
"It is an interesting book, strongly recommended to researchers who have an interest in the topic of bilinear regression." (Michel H. Montoril, Mathematical Reviews, August, 2019)
"The present book offers a complete presentation of the statistical techniques concerning bilinear regression analysis. ... A special mention goes to the bibliography that accompanies each chapter. Far from being a simple list of papers containing the results recalled in the text, it is a real history of statistics, where the early ideas of bilinear regression are highlighted." (Fabio Rapallo, zbMATH 1398.62003, 2018)mehr

Schlagworte

Autor

Dietrich von Rosen is a professor at the Department of Energy and Technology at the Swedish University of Agricultural Sciences. He graduated in mathematical statistics from Stockholm University, Sweden. His main research interest is multivariate analysis and its extensions, including repeated measurements analysis and high-dimensional analysis. He has published more than 100 papers, the majority of which are within the above areas, as well as a book on advanced multivariate statistics and matrices in collaboration with Tõnu Kollo, professor of mathematical statistics at the University of Tartu, Estonia.